| Number of Variables | 13 |
|---|---|
| Number of Rows | 768 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 153.9 KB |
| Average Row Size in Memory | 205.2 B |
| Variable Types |
|
| Pregnancies is skewed | Skewed |
|---|---|
| SkinThickness is skewed | Skewed |
| Insulin is skewed | Skewed |
| Age is skewed | Skewed |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 4.2786 |
| Minimum | 1 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 6 |
| 95-th Percentile | 10 |
| Maximum | 17 |
| Range | 16 |
| IQR | 4 |
| Mean | 4.2786 |
|---|---|
| Standard Deviation | 3.0215 |
| Variance | 9.1296 |
| Sum | 3286 |
| Skewness | 1.1096 |
| Kurtosis | 0.732 |
| Coefficient of Variation | 0.7062 |
numerical
| Approximate Distinct Count | 135 |
|---|---|
| Approximate Unique (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 121.6758 |
| Minimum | 44 |
| Maximum | 199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 44 |
|---|---|
| 5-th Percentile | 80 |
| Q1 | 99.75 |
| Median | 117 |
| Q3 | 140.25 |
| 95-th Percentile | 181 |
| Maximum | 199 |
| Range | 155 |
| IQR | 40.5 |
| Mean | 121.6758 |
|---|---|
| Standard Deviation | 30.4363 |
| Variance | 926.3654 |
| Sum | 93447 |
| Skewness | 0.5327 |
| Kurtosis | -0.2646 |
| Coefficient of Variation | 0.2501 |
numerical
| Approximate Distinct Count | 47 |
|---|---|
| Approximate Unique (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 72.25 |
| Minimum | 24 |
| Maximum | 122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24 |
|---|---|
| 5-th Percentile | 52 |
| Q1 | 64 |
| Median | 72 |
| Q3 | 80 |
| 95-th Percentile | 90 |
| Maximum | 122 |
| Range | 98 |
| IQR | 16 |
| Mean | 72.25 |
|---|---|
| Standard Deviation | 12.1172 |
| Variance | 146.8266 |
| Sum | 55488 |
| Skewness | 0.1738 |
| Kurtosis | 1.063 |
| Coefficient of Variation | 0.1677 |
numerical
| Approximate Distinct Count | 50 |
|---|---|
| Approximate Unique (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 26.4479 |
| Minimum | 7 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 7 |
|---|---|
| 5-th Percentile | 14.35 |
| Q1 | 20 |
| Median | 23 |
| Q3 | 32 |
| 95-th Percentile | 44 |
| Maximum | 99 |
| Range | 92 |
| IQR | 12 |
| Mean | 26.4479 |
|---|---|
| Standard Deviation | 9.7339 |
| Variance | 94.7483 |
| Sum | 20312 |
| Skewness | 1.2141 |
| Kurtosis | 3.6819 |
| Coefficient of Variation | 0.368 |
numerical
| Approximate Distinct Count | 185 |
|---|---|
| Approximate Unique (%) | 24.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 118.2708 |
| Minimum | 14 |
| Maximum | 846 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 14 |
|---|---|
| 5-th Percentile | 50 |
| Q1 | 79 |
| Median | 79 |
| Q3 | 127.25 |
| 95-th Percentile | 293 |
| Maximum | 846 |
| Range | 832 |
| IQR | 48.25 |
| Mean | 118.2708 |
|---|---|
| Standard Deviation | 93.2438 |
| Variance | 8694.4116 |
| Sum | 90832 |
| Skewness | 3.2785 |
| Kurtosis | 13.9787 |
| Coefficient of Variation | 0.7884 |
numerical
| Approximate Distinct Count | 248 |
|---|---|
| Approximate Unique (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 32.4508 |
| Minimum | 18.2 |
| Maximum | 67.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 18.2 |
|---|---|
| 5-th Percentile | 22.235 |
| Q1 | 27.5 |
| Median | 32 |
| Q3 | 36.6 |
| 95-th Percentile | 44.395 |
| Maximum | 67.1 |
| Range | 48.9 |
| IQR | 9.1 |
| Mean | 32.4508 |
|---|---|
| Standard Deviation | 6.8754 |
| Variance | 47.2708 |
| Sum | 24922.19 |
| Skewness | 0.5999 |
| Kurtosis | 0.9075 |
| Coefficient of Variation | 0.2119 |
numerical
| Approximate Distinct Count | 517 |
|---|---|
| Approximate Unique (%) | 67.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 0.4719 |
| Minimum | 0.078 |
| Maximum | 2.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.078 |
|---|---|
| 5-th Percentile | 0.1404 |
| Q1 | 0.2437 |
| Median | 0.3725 |
| Q3 | 0.6262 |
| 95-th Percentile | 1.1328 |
| Maximum | 2.42 |
| Range | 2.342 |
| IQR | 0.3825 |
| Mean | 0.4719 |
|---|---|
| Standard Deviation | 0.3313 |
| Variance | 0.1098 |
| Sum | 362.401 |
| Skewness | 1.9162 |
| Kurtosis | 5.5508 |
| Coefficient of Variation | 0.7022 |
numerical
| Approximate Distinct Count | 52 |
|---|---|
| Approximate Unique (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 33.2409 |
| Minimum | 21 |
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 21 |
|---|---|
| 5-th Percentile | 21 |
| Q1 | 24 |
| Median | 29 |
| Q3 | 41 |
| 95-th Percentile | 58 |
| Maximum | 81 |
| Range | 60 |
| IQR | 17 |
| Mean | 33.2409 |
|---|---|
| Standard Deviation | 11.7602 |
| Variance | 138.303 |
| Sum | 25529 |
| Skewness | 1.1274 |
| Kurtosis | 0.6312 |
| Coefficient of Variation | 0.3538 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 57564 |
| Mean | 9.9531 |
|---|---|
| Standard Deviation | 1.4309 |
| Median | 11 |
| Minimum | 8 |
| Maximum | 11 |
| 1st row | Diabetes |
|---|---|
| 2nd row | No Diabetes |
| 3rd row | Diabetes |
| 4th row | No Diabetes |
| 5th row | Diabetes |
| Count | 7144 |
|---|---|
| Lowercase Letter | 5876 |
| Space Separator | 500 |
| Uppercase Letter | 1268 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 54755 |
| Mean | 6.2956 |
|---|---|
| Standard Deviation | 2.0761 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 11 |
| 1st row | Obese |
|---|---|
| 2nd row | Overweight |
| 3rd row | Normal |
| 4th row | Overweight |
| 5th row | Obese |
| Count | 4835 |
|---|---|
| Lowercase Letter | 4067 |
| Space Separator | 0 |
| Uppercase Letter | 768 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 733 |
|---|---|
| Approximate Unique (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 12288 |
| Mean | 3.8694 |
| Minimum | 1.479 |
| Maximum | 8.2553 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.479 |
|---|---|
| 5-th Percentile | 2.2793 |
| Q1 | 3.0536 |
| Median | 3.75 |
| Q3 | 4.5618 |
| 95-th Percentile | 5.7633 |
| Maximum | 8.2553 |
| Range | 6.7763 |
| IQR | 1.5082 |
| Mean | 3.8694 |
|---|---|
| Standard Deviation | 1.1027 |
| Variance | 1.216 |
| Sum | 2971.7112 |
| Skewness | 0.6527 |
| Kurtosis | 0.5903 |
| Coefficient of Variation | 0.285 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7204 |
| Mean | 4.6836 |
|---|---|
| Standard Deviation | 1.3109 |
| Median | 4 |
| Minimum | 3 |
| Maximum | 6 |
| 1st row | High |
|---|---|
| 2nd row | Low |
| 3rd row | High |
| 4th row | Low |
| 5th row | Medium |
| Count | 3597 |
|---|---|
| Lowercase Letter | 2829 |
| Space Separator | 0 |
| Uppercase Letter | 768 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7210 |
| Mean | 6.8984 |
|---|---|
| Standard Deviation | 3.08 |
| Median | 5 |
| Minimum | 3 |
| Maximum | 11 |
| 1st row | Middle-Aged |
|---|---|
| 2nd row | Middle-Aged |
| 3rd row | Middle-Aged |
| 4th row | Young |
| 5th row | Middle-Aged |
| Count | 5028 |
|---|---|
| Lowercase Letter | 3990 |
| Space Separator | 0 |
| Uppercase Letter | 1038 |
| Dash Punctuation | 270 |
| Decimal Number | 0 |